News

Our manuscript, entitled "BENDING ANALYSIS OF FGSP NANOPLATE RESTING ON ELASTIC FOUNDATION BY USING NONLOCAL QUASI-3D THEORY", has been accepted for publication in Thin-Walled Structures, Elsevier, ISI, IF=6.4, Q1

Our manuscript, entitled "Multi-Objective Optimization based on Machine Learning and Non-dominated Sorting Genetic Algorithm for Surface Roughness and Tool Wear in Ti6Al4V Turning", has been accepted for publication in Machining Science and Technology,  Taylor and Francis Publications, ISI, IF=2.154, Q1

Our manuscript, entitled "Optimization of Neural Network Architecture and Derivation of Closed-Form Equation to Predict Ultimate Load of Functionally Graded Material Plate", has been accepted for publication in Advances in Mechanical Engineering,  Sage Publications, ISI, IF=1.566, Q3

Our manuscript, entitled "Optimal Design of Circular Concrete-Filled Steel Tubular Columns based on a Combination of Artificial Neural Network, Balancing Composite Motion Algorithm and a Large Experimental Database", has been accepted for publication in Expert Systems With Applications,  Elsevier, ISI, IF=8.665, Q1

Our manuscript, entitled "A Hybridization of Machine Learning and NSGA-II for Multi-Objective Optimization of Surface Roughness and Cutting Force in ANSI 4340 Alloy Steel Turning", has been accepted for publication in Journal of Machine Engineering, ESCI, Q2

Our manuscript, entitled "Predicting Volumetric Error Compensation for Five-axis Machine Tool Using Machine Learning", has been accepted for publication in International Journal of Computer Integrated Manufacturing, Taylor & Francis, ISI, IF=4.42, Q1

Dr. Tien-Thinh Le has participated to the "The 5th International Conference on Engineering Research and Applications – ICERA 2022", Thai Nguyen, Vietnam, with two presentations: "Discrete Element Modeling based Determination of Shear Behavior in a Granular Medium through Displacement Field" and "Balancing Composite Motion Optimization and Artificial Neural Network for the Prediction of Critical Load of Concrete-filled Steel Tubes under Axial Compression"

Dr. Tien-Thinh Le has participated to the "the Third International Conference on Material, Machines and Methods for Sustainable Development - MMMS2022", Can Tho, Vietnam, with two poster presentations: "Prediction Model for Surface Roughness of Polycarbonate using Single-Point-Diamond-Turning Lathe Machining based on Machine Learning Techniques", "Predicting of Roughness of Surface Texture in Ball End Tool Milling Aluminum using Machine Learning" and "Optimization of Process Parameter in High-Speed Milling AA6061 Using SVR and NSGA-II"

Our manuscript, entitled "Practical Machine Learning Application for Predicting Axial Capacity of Composite Concrete-Filled Steel Tube Columns considering Effect of Cross-sectional Shapes", has been accepted for publication in International Journal of Steel Structures, Springer, ISI, IF=1.54, Q2

Our manuscript, entitled "Prediction Model for Surface Roughness of Polycarbonate using Single-Point-Diamond-Turning Lathe Machining based on Machine Learning Techniques", has been accepted for publication in Lecture Notes in Mechanical Engineering, Scopus

Our manuscript, entitled "Surface Roughness Prediction in Ball End Milling of AA6061 by Various Machine Learning Algorithms", has been accepted for publication in Lecture Notes in Mechanical Engineering, Scopus

Our manuscript, entitled "Optimization of Process Parameter in High-Speed Milling AA6061 Using SVR and NSGA-II", has been accepted for publication in Lecture Notes in Mechanical Engineering, Scopus

Dr. Tien-Thinh Le, Dr. Quan Tran Quoc and Dr. Van-Hai Nguyen have been awarded Phenikaa University grant for "Investigation of mechanical behaviors of composite structural members under compression by finite element method and machine learning".

Our manuscript, entitled "Balancing Composite Motion Optimization and Artificial Neural Network for the Prediction of Critical Load of Concrete-filled Steel Tubes under Axial Compression", has been accepted for publication in Lecture notes in networks and systems, Scopus (presentation at the 4th International Conference on Engineering Research and Applications - ICERA 2022)

Dr. Tien-Thinh Le has presented "Computation of drad coefficient of discrete particles. Application for research and development of agricultural machinery" at the 15th National conference on fluid mechanics, organized by VIETNAM ASSOCIATION FOR FLUID MECHANICS

Our manuscript, entitled "Correlating the unconfined compressive strength of rock with the compressional wave velocity effective porosity and Schmidt hammer rebound number using artificial neural networks", has been accepted for publication in Rock Mechanics and Rock Engineering, Springer, ISI, IF=6.73, Q1

Our manuscript, entitled "Multi-Objective Optimization of Surface Roughness and Tool Wear in High-Speed Milling by Machine Learning and NSGA-II", has been accepted for publication in Advances in Materials Science and Engineering, Hindawi, ISI, IF=1.726, Q2

Our manuscript, entitled "Design and Manufacture a Microbial Fertilizer Machine for Vegetable Production", has been accepted for publication in Journal of Rural Industry, Vietnam Society of Agricultural Engineering

Dr. Van-Hai Nguyen and Dr. Tien-Thinh Le have been awarded Phenikaa University grant for "Geometry error prediction and compensation for CNC machining tools".

Dr. Tien-Thinh Le and Dr. Nguyen Van Hai have visited Faculty of Mechanical Engineering, Hanoi University of Industry, for a potential research collaboration. A special thanks to Dr. Nguyen Anh Tu for the faculty tour and discussion.

Welcome MSc. Nguyen Thi Hanh Nguyen joining the team as a PhD student. The subject of the research: Identification of main working parameters for sorting equipment in a 5.5 ton/h carrot processing line. Altair EDEM discrete element simulations will be used for simulating the sorting process.

Our manuscript, entitled "Adaptive-Neuro-Fuzzy-Inference-System Model for Prediction of Ultimate Load of Rectangular Concrete-Filled Steel Tubular Columns", has been accepted for publication in Journal of Intelligent & Fuzzy Systems, IOS Press, ISI, IF = 1.739, Q2

Congratulations to Le Thanh Hai for successfully defending his PhD thesis on Post-buckling Response of Functionally Graded Porous Plates at National University of Civil Engineering, Hanoi, Vietnam

Our manuscript, entitled "Calibration of a Stress-Strain Response for Geopolymer Concrete under Axial Compressive Load", has been accepted for publication in Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, SAGE, ISI, IF = 2.311, Q2

Dr. Tien-Thinh Le and Dr. Van-Hai Nguyen have presented respectively "Development and identification of working parameters for threshing unit of peanut tuber picking machine" and "Developing Geometric Error Compensation Software for Fiveaxis CNC Machine Tool on NC program based on Artificial Neural Network" at Asian MMS 2021, The 6th IFToMM Asian Mechanisms and Machine Science Conference December 15-18, 2021. Hanoi, Vietnam, organized by Hanoi University of Science and Technology. The two papers have been published in the Proceeding of the Conference. Photo of the day!

On behalf of the team, Dr. Minh Vuong Le has presented "Prediction Model for Tensile Modulus of Carbon Nanotube–Polymer Composites" and "Critical Buckling Load Evaluation of Functionally Graded Material Plate Using Gaussian Process Regression" at The 4th International Conference on Engineering Research and Applications 2021, organized by Thai Nguyen University of Technology. The two papers have been published in the Proceeding of the Conference. Photo of the day!

Welcome Mr. Le Thanh, Technical Manager at Altair, to Faculty of Mechanical Engineering and Mechatronics, Phenikaa University. A special thanks for the discussion and a potential collaboration in the near future.

Our patent, entitled "EP3892079 - METHOD FOR ADJUSTING A CENTRIFUGAL PARTICLE SPREADER AND CENTRIFUGAL PARTICLE SPREADER", has been published by the European Patent Office

Our patent, entitled "FR3109054 - Procédé de réglage d’un épandeur centrifuge de particules et épandeur centrifuge de particules", has been published by the French Patent Office

Our manuscript, entitled "Evaluation of the ultimate eccentric load of rectangular CFSTs using advanced neural network modeling", has been accepted for publication in Engineering Structures, Elsevier, ISI, IF = 4.471, Q1

Dr. Tien-Thinh Le has presented "Influence of surface effect on the macroscopic properties of nanocomposite materials from a probabilistic standpoint" and "Virtual testing of polymer nanocomposites and identification of interphase zone using Molecular Dynamics simulation" at The 15th National Conference on Solid Mechanics, organized by Vietnam Society of Solid Mechanics and Thai Nguyen University of Technology. The two papers have been published in the Proceeding of the Conference. Photo of the day!

Our manuscript, entitled "Investigation of Force Transmission, Critical Breakage Force and Relationship between Micro-Macroscopic Behaviors of Agricultural Granular Material in a Uniaxial Compaction Test using Discrete Element Method", has been accepted for publication in Particulate Science and Technology, Taylor & Francis publisher, ISI, IF = 2.356, Q2

Our manuscript, entitled "Critical Buckling Load Evaluation of Functionally Graded Material Plate Using Gaussian Process Regression", has been accepted for publication in Lecture Notes in Networks and Systems, Springer publisher, Scopus, and also for a communication at the 4th International Conference on Engineering Research and Applications – ICERA 2021

Our manuscript, entitled "Influence of surface effect on the effective properties of nanocomposite materials from a probabilistic standpoint", has been accepted for publication and oral presentation at the 15th National Conference on Solid Mechanics, organized by Vietnam Society of Solid Mechanics

Our manuscript, entitled "Virtual testing of polymer nanocomposites and identification of interphase zone using Molecular Dynamics simulation", has been accepted for publication and oral presentation at the 15th National Conference on Solid Mechanics, organized by Vietnam Society of Solid Mechanics

Our manuscript, entitled "Prediction Model for Tensile Modulus of Carbon Nanotube–Polymer Composites", has been accepted for publication in Lecture Notes in Networks and Systems, Springer publisher, Scopus, and also for a communication at the 4th International Conference on Engineering Research and Applications – ICERA 2021

Dr. Tien-Thinh Le has joined Mechanical and structural analysis Webinar, organized by Prof. Tran Minh Tu (National University of Civil Engineering) and Prof. Thai Duc Kien (Sejong University)

Our manuscript, entitled "Development of Artificial Intelligence based Model for the Prediction of Young’s Modulus of Polymer/Carbon-Nanotubes Composites", has been accepted for publication in Mechanics of Advanced Materials and Structures, Taylor & Francis publisher, ISI, IF = 4.030, Q1

Our Special Collection on Interface Effects and Size-Dependent Behavior of Nanocomposites has been set up in Advances in Mechanical Engineering, ISI, IF=1.316. Your contributions are welcome. Link

Our manuscript, entitled "Prediction of Axial Load Capacity of Rectangular Concrete-filled Steel Tube Columns using Machine Learning Techniques", has been accepted for publication in Engineering with Computers, Springer publisher, ISI, IF = 3.938, Q1

The official website of Mechanics of Materials/Structures and Applications (MMSA) Research group has been launched:

mmsalab.phenikaa-uni.edu.vn

Our manuscript, entitled "Applying Bayesian Optimization for Machine Learning Models in Predicting the Surface Roughness in Single-Point Diamond Turning Polycarbonate", has been accepted for publication in Mathematical Problems in Engineering, Hindawi publisher, ISI, IF = 1, Q2

Our manuscript, entitled "Soft computing based closed form equations correlating L and N-type Schmidt hammer rebound numbers of rocks", has been accepted for publication in Transportation Geotechnics, Elsevier publisher, ISI, IF = 2.436, Q1

Our manuscript, entitled "Numerical Prediction Model for Ultimate Load of Rectangular Concrete-filled Steel Tubes Members", has been accepted for publication in "Tạp chí Giao thông vận tải - Cơ quan thông tin lý luận khoa học của Bộ Giao thông vận tải"

Dr. Tien-Thinh Le and Dr. Nguyen Van Hai have visited Faculty of Mechanical Engineering, University of Economics - Technology for Industries (UNETI), Ha Noi. A special thanks to Dr. Quang, Dr. Tuan and other colleagues for the nice discussion.

Conducting experiments on buckling behavior of columns at Department of Engineering Mechanics, Faculty of Engineering, Vietnam National University of Agriculture. A special thanks to Dr. Nguyen Chung Thong for the support.

Dr. Tien-Thinh Le and Dr. Nguyen Van Tuan have worked at Hung Phat company, Gia Lam, Ha Noi, for the development and improvement of mechanical equipment in the production line. A special thanks to Mr. Quyn and Mr. Trung for the factory tour and discussion.

Welcome MSc. Nguyen Thi Hanh Nguyen joining as a research assistant. The subject of the research: Simulation of dynamic behavior and interaction between discrete systems and structures using the Discrete Element Modeling method

Our manuscript, entitled "Development of Deep Learning Model for the Recognition of Cracks on Concrete Surfaces", has been accepted for publication in Applied Computational Intelligence and Soft Computing, Hindawi publisher, SCOPUS

Our manuscript, entitled "Nanoscale Effect Investigation for Effective Bulk Modulus of Particulate Polymer Nanocomposites using Micromechanical Framework", has been accepted for publication in Advances in Materials Science and Engineering, Hindawi publisher, ISI, IF = 1.271, Q2

Our manuscript, entitled "An Empirical Model for Bidirectional Bending Capacity of Defected Pipe Combined with Axial Load", has been accepted for publication in International Journal of Pressure Vessels and Piping, Elsevier publisher, ISI, IF = 2.230, Q1

Our manuscript, entitled "Effects of variability in experimental database on machine-learning-based prediction of ultimate load of circular concrete-filled steel tubes", has been accepted for publication in Measurement, Elsevier publisher, ISI, IF = 3.364, Q1

Phenikaa Campus Tour 2021. Welcome to the Faculty of Mechanical Engineering and Mechatronics. Photos of the day: Link

Our manuscript, entitled "Development of User-Friendly Kernel-based Gaussian Process Regression Model for Prediction of Load-Bearing Capacity of Square Concrete-Filled Steel Tubular Members", has been accepted for publication in Materials and Structures, Springer publisher, ISI, IF = 2.90, Q1

Dr. Tien-Thinh Le has presented "Prediction of Tensile Strength of Polymer Carbon Nanotube Composites Using Practical Machine Learning Method" at the Faculty of Mechanical Engineering and Mechatronics, Phenikaa University. A special thanks to Prof. Tran Vinh Hung and Dr. Nguyen Duc Nam for the discussion and also a potential collaboration in the near future.

Dr. Tien-Thinh Le and his team have been awarded Phenikaa University grant for "Development of a numerical model predicting the mechanical behavior of nano-reinforced polymer-based materials".

Dr. Tien-Thinh Le, Dr. Nguyen Van Hai and Dr. Phan Duc Anh, have visited Vicostone company, Hoa Lac, Ha Noi, for a potential development of anti-UV epoxy resin matrix. A special thanks to Dr. Pham Anh Tuan for the factory tour and discussion.

Dr. Tien-Thinh Le and his team have defended their 2021-2023 research project in front of Phenikaa University committee. A special thanks to Prof. Vu Van Truong and Prof. Nguyen Phu Khanh for the review of the project, and also other members of the committee.

Dr. Tien-Thinh Le and Dr. Nguyen Van Tuan have visited Hung Phat company, Gia Lam, Ha Noi, for a potential development and improvement of mechanical equipment in a series of production line. A special thanks to Mr. Truong Quang Trung for the factory tour and discussion.

Welcome Dr. Hoang Duc Bang, CEO of AIE Vietnam and his team, to Phenikaa University. A special thanks for the discussion about GOM's ARAMIS system (based on Digital Image Correlation measuring technique) and a potential collaboration in the near future.

Welcome undergraduate students Nguyen Thao Nguyen and Bui Anh Tuan joining Undergraduate research internship. The subject of the internship: Estimation of axial capacity of concrete filled steel tubular columns

Welcome Prof. Tran Minh Tu and his team, to Phenikaa University (Prof. Tran Minh Tu is Head of Strength of Materials Department, Vice Dean of Building and Industrial Construction Faculty,  National University of Civil Engineering, Hanoi, Vietnam). A special thanks for the interesting discussion during the seminar. Photos of the seminar: Link

Memorandum of Understanding signing ceremony between Faculty of Mechanical Engineering & Mechatronics and JCT Vietnam. A special thanks to Mr Nguyen Dinh Cuong and Mr Le Duc Thanh. Photos of the ceremony: Link

Our manuscript, entitled "Prediction of Ultimate Load of Rectangular CFST Columns using Interpretable Machine Learning Method", has been accepted for publication in Advances in Civil Engineering, Hindawi publisher, ISI, IF = 1.176, Q3

Dr. Tien-Thinh Le has attended the "WORKSHOP ON COMPUTATION AND DATA ANALYSIS", organized by Phenikka Institute of Advanced Study – PIAS, Phenikaa University, Hanoi, Vietnam. The communication was about " Virtual testing of polymer nanocomposites and identification of interphase zone using Molecular Dynamics simulation".

Our manuscript, entitled "Multiscale analysis of elastic properties of nano-reinforced materials exhibiting surface effects. Application for determination of effective shear modulus", has been accepted for publication in Journal of Composites Science, MDPI publisher, Emerging Sources Citation Index / Web of Science (Clarivate)

Opening ceremony of the new academic year, Phenikaa University. Gallery of the ceremony Link

Faculty of Mechanical Engineering and Mechatronics, Phenikaa University, has organized Career-oriented and R&D Workshop for K13 and K14 undergraduate students. A special thanks to Mr. Nguyen Dinh Cuong, JCT Viet Nam, who has given a passionate talk to our students. Gallery of the Workshop Link

Our manuscript, entitled "Practical Machine Learning-based Prediction Model for Axial Capacity of Square CFST Columns", has been accepted for publication in Mechanics of Advanced Materials and Structures, Taylor & Francis publisher, ISI, IF = 3.52, Q1

Our manuscript, entitled "Practical Hybrid Machine Learning Approach for Estimation of Ultimate Load of Elliptical Concrete-Filled Steel Tubular Columns under Axial Loading", has been accepted for publication in Advances in Civil Engineering, Hindawi publisher, ISI, IF = 1.176, Q3

Our manuscript, entitled "Probabilistic investigation of the effect of stochastic imperfect interfaces in nanocomposites", has been accepted for publication in Mechanics of Materials, Elsevier publisher, ISI, IF = 2.993, Q1

Our communication, entitled "Random field modeling of inclusion-matrix interphase in nano-reinforced heterogeneous materials", has been accepted for presentation in International Conference on Modern Mechanics and Applications ICOMMA 2020 Link of conference

Our communication, entitled "Practical Machine Learning-based Graphical User Interface for Prediction of Mechanical Properties of Polymer/Carbon Nanotube Nanocomposites", has been accepted for presentation in International Conference on Modern Mechanics and Applications ICOMMA 2020 Link of conference

Our Special Issue "Multiscale Analysis of Polymer Nanocomposites" has been set up in Journal of Composites Science (ESCI) Link of SI

Our manuscript, entitled "Optimization Design of Rectangular Concrete-filled Steel Tube Short Columns with Balancing Composite Motion Optimization and Data-driven Model", has been accepted for publication in Structures, Elsevier publisher, ISI, IF = 1.839, Q1

Dr. Tien-Thinh Le has joined Faculty of Mechanical Engineering and Mechatronics, Phenikaa University Link

Our manuscript, entitled "Prediction of Tensile Strength of Polymer Carbon Nanotube Composites using Practical Machine Learning Method", has been accepted for publication in Journal of Composite Materials, SAGE publisher, ISI, IF = 1.97, Q2

Our manuscript, entitled "Probabilistic modeling of surface effects in nano-reinforced materials", has been accepted for publication in Computational Materials Science, Elsevier publisher, ISI, IF = 2.86, Q1

Our manuscript, entitled "Elastic deformation of amorphous polyethylene in uniaxial tensile test by using Molecular Dynamics simulation", has been accepted for publication in Computer Methods in Materials Science, Q3